Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 2694.266287 2904.019384 3114.752434 3342.033009 3579.920759 3821.248593 4084.263145
2025-07-27 2345.272792 2661.551159 2989.628382 3354.152770 3746.653599 4155.422477 4612.166694
2025-08-03 2106.371248 2486.761974 2890.979681 3350.017571 3854.397395 4389.390062 4997.417900
2025-08-10 1935.074434 2363.173796 2827.470952 3364.351389 3964.033192 4609.456932 5352.822372
2025-08-17 1774.589532 2236.662275 2747.328408 3347.558569 4027.864283 4769.471556 5633.494560
2025-08-24 1663.895192 2157.366021 2711.926403 3373.117192 4131.986016 4968.246497 5951.986874
2025-08-31 1540.024296 2054.240684 2641.787376 3352.142850 4177.365129 5096.174676 6186.887024
2025-09-07 1471.791105 2011.974916 2638.030546 3403.904316 4302.641207 5311.849616 6518.799606
2025-09-14 1388.648495 1946.627594 2602.716660 3414.854155 4377.452232 5467.430649 6780.427869
2025-09-21 1306.002276 1877.280040 2558.678933 3411.916672 4433.034444 5598.543011 7012.181994
2025-09-28 1196.260987 1768.651403 2462.324580 3341.976068 4405.776624 5630.457721 7126.755155
2025-10-05 1184.824999 1783.660781 2516.763708 3453.827670 4594.462198 5914.564761 7534.686288
2025-10-12 1142.678044 1758.097319 2520.693750 3504.681002 4711.641830 6117.171270 7851.135339
2025-10-19 1085.242580 1710.022633 2494.483255 3516.969456 4781.413460 6263.528441 8101.987492
2025-10-26 1024.616201 1654.752979 2456.687944 3512.702989 4829.319256 6382.643487 8319.863717
2025-11-02 976.413049 1613.872207 2435.406329 3527.489041 4899.272803 6527.245210 8567.471431
2025-11-09 918.073083 1556.382044 2390.322212 3510.166334 4928.013458 6621.135360 8753.865935
2025-11-16 881.053259 1526.785003 2380.386738 3536.531079 5010.146484 6779.035755 9016.692945
2025-11-23 827.675469 1471.619716 2334.539584 3514.895361 5030.847039 6861.280674 9187.881153
2025-11-30 805.825104 1460.613332 2346.999439 3568.286424 5145.529337 7058.103766 9497.509264
2025-12-07 769.821933 1427.356242 2328.071007 3579.579890 5206.195179 7188.278974 9726.290586
2025-12-14 730.770820 1387.838468 2299.176985 3576.550261 5247.726223 7294.300557 9925.403935
2025-12-21 670.404063 1313.496589 2219.846444 3504.407477 5198.958085 7287.164094 9985.204244